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Wrap the new mass matrix adaptation algorithm from nuts-rs, and expose it using a new kwarg to nutpie.sample(low_rank_modified_mass_matrix=True).

@aseyboldt aseyboldt merged commit 52708e8 into pymc-devs:main Jul 5, 2024
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